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upvoted a paper 22 days ago

Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning

Paper • 2512.15687 • Published 23 days ago • 18

upvoted 2 papers 3 months ago

VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning

Paper • 2510.01444 • Published Oct 1, 2025 • 19

CLUE: Non-parametric Verification from Experience via Hidden-State Clustering

Paper • 2510.01591 • Published Oct 2, 2025 • 27

upvoted a paper 4 months ago

Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation

Paper • 2509.15194 • Published Sep 18, 2025 • 33

upvoted a paper 6 months ago

Towards Solving More Challenging IMO Problems via Decoupled Reasoning and Proving

Paper • 2507.06804 • Published Jul 7, 2025 • 16